Part 2 Costa Rica

2.0.1 Point density

Below we show the logged point density accross our area of interest. Note, the extreme number of values on the Peninsula means we can’t do a color ramp on the observation scale.

## Reading layer `landmass' from data source 
##   `/Users/runner/work/Osa-Conservation-Movement-Ecology-Lifetime-Exploration/Osa-Conservation-Movement-Ecology-Lifetime-Exploration/landmass.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 2 features and 168 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -87.11767 ymin: 5.515082 xmax: -77.16327 ymax: 11.20994
## Geodetic CRS:  WGS 84

2.0.2 Feeding clusters

The following map shows all of the vulture clusters.

We define a cluster where a bird stays for >80 minutes within 100m of its starting location. Provided it arrives after 08:00 am or before 16:00.

2.0.3 Costa Rica

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.201   1.824   2.335   2.847   3.500   9.834

2.0.4 Habitat use

##   [1] "Bare / sparse vegetation" "Built-up"                
##   [3] "Cropland"                 "Grassland"               
##   [5] "Herbaceous wetland"       "Mangroves"               
##   [7] "Permanent water bodies"   "Tree cover"              
##   [9] "Bare / sparse vegetation" "Built-up"                
##  [11] "Cropland"                 "Grassland"               
##  [13] "Herbaceous wetland"       "Mangroves"               
##  [15] "Permanent water bodies"   "Tree cover"              
##  [17] "Bare / sparse vegetation" "Built-up"                
##  [19] "Cropland"                 "Grassland"               
##  [21] "Herbaceous wetland"       "Mangroves"               
##  [23] "Permanent water bodies"   "Tree cover"              
##  [25] "Bare / sparse vegetation" "Built-up"                
##  [27] "Cropland"                 "Grassland"               
##  [29] "Herbaceous wetland"       "Mangroves"               
##  [31] "Permanent water bodies"   "Tree cover"              
##  [33] "Bare / sparse vegetation" "Built-up"                
##  [35] "Cropland"                 "Grassland"               
##  [37] "Mangroves"                "Permanent water bodies"  
##  [39] "Tree cover"               "Bare / sparse vegetation"
##  [41] "Built-up"                 "Cropland"                
##  [43] "Grassland"                "Herbaceous wetland"      
##  [45] "Mangroves"                "Permanent water bodies"  
##  [47] "Shrubland"                "Tree cover"              
##  [49] "Bare / sparse vegetation" "Built-up"                
##  [51] "Grassland"                "Herbaceous wetland"      
##  [53] "Mangroves"                "Permanent water bodies"  
##  [55] "Tree cover"               "Bare / sparse vegetation"
##  [57] "Built-up"                 "Grassland"               
##  [59] "Herbaceous wetland"       "Mangroves"               
##  [61] "Permanent water bodies"   "Tree cover"              
##  [63] "Bare / sparse vegetation" "Grassland"               
##  [65] "Permanent water bodies"   "Tree cover"              
##  [67] "Bare / sparse vegetation" "Built-up"                
##  [69] "Grassland"                "Permanent water bodies"  
##  [71] "Tree cover"               "Bare / sparse vegetation"
##  [73] "Built-up"                 "Cropland"                
##  [75] "Grassland"                "Herbaceous wetland"      
##  [77] "Mangroves"                "Permanent water bodies"  
##  [79] "Tree cover"               "Grassland"               
##  [81] "Herbaceous wetland"       "Permanent water bodies"  
##  [83] "Tree cover"               "Bare / sparse vegetation"
##  [85] "Built-up"                 "Cropland"                
##  [87] "Grassland"                "Herbaceous wetland"      
##  [89] "Permanent water bodies"   "Tree cover"              
##  [91] "Bare / sparse vegetation" "Built-up"                
##  [93] "Cropland"                 "Grassland"               
##  [95] "Herbaceous wetland"       "Mangroves"               
##  [97] "Permanent water bodies"   "Tree cover"              
##  [99] "Grassland"                "Tree cover"              
## [101] "Bare / sparse vegetation" "Built-up"                
## [103] "Cropland"                 "Grassland"               
## [105] "Herbaceous wetland"       "Mangroves"               
## [107] "Permanent water bodies"   "Tree cover"              
## [109] "Grassland"                "Tree cover"              
## [111] "Bare / sparse vegetation" "Built-up"                
## [113] "Cropland"                 "Grassland"               
## [115] "Herbaceous wetland"       "Mangroves"               
## [117] "Permanent water bodies"   "Shrubland"               
## [119] "Tree cover"               "Built-up"                
## [121] "Grassland"                "Herbaceous wetland"      
## [123] "Mangroves"                "Permanent water bodies"  
## [125] "Tree cover"               "Cropland"                
## [127] "Grassland"                "Herbaceous wetland"      
## [129] "Mangroves"                "Permanent water bodies"  
## [131] "Tree cover"               "Bare / sparse vegetation"
## [133] "Built-up"                 "Cropland"                
## [135] "Grassland"                "Herbaceous wetland"      
## [137] "Mangroves"                "Permanent water bodies"  
## [139] "Tree cover"               "Bare / sparse vegetation"
## [141] "Built-up"                 "Grassland"               
## [143] "Herbaceous wetland"       "Mangroves"               
## [145] "Permanent water bodies"   "Tree cover"              
## [147] "Bare / sparse vegetation" "Built-up"                
## [149] "Cropland"                 "Grassland"               
## [151] "Herbaceous wetland"       "Mangroves"               
## [153] "Permanent water bodies"   "Tree cover"              
## [155] "Built-up"                 "Cropland"                
## [157] "Grassland"                "Mangroves"               
## [159] "Permanent water bodies"   "Tree cover"              
## [161] "Bare / sparse vegetation" "Built-up"                
## [163] "Cropland"                 "Grassland"               
## [165] "Herbaceous wetland"       "Mangroves"               
## [167] "Permanent water bodies"   "Shrubland"               
## [169] "Tree cover"               "Bare / sparse vegetation"
## [171] "Built-up"                 "Cropland"                
## [173] "Grassland"                "Herbaceous wetland"      
## [175] "Mangroves"                "Permanent water bodies"  
## [177] "Tree cover"               "Bare / sparse vegetation"
## [179] "Built-up"                 "Cropland"                
## [181] "Grassland"                "Herbaceous wetland"      
## [183] "Mangroves"                "Permanent water bodies"  
## [185] "Tree cover"               "Bare / sparse vegetation"
## [187] "Built-up"                 "Cropland"                
## [189] "Grassland"                "Herbaceous wetland"      
## [191] "Mangroves"                "Permanent water bodies"  
## [193] "Tree cover"               "Bare / sparse vegetation"
## [195] "Built-up"                 "Cropland"                
## [197] "Grassland"                "Herbaceous wetland"      
## [199] "Mangroves"                "Permanent water bodies"  
## [201] "Tree cover"               "Built-up"                
## [203] "Cropland"                 "Grassland"               
## [205] "Herbaceous wetland"       "Mangroves"               
## [207] "Permanent water bodies"   "Shrubland"               
## [209] "Tree cover"               "Bare / sparse vegetation"
## [211] "Built-up"                 "Cropland"                
## [213] "Grassland"                "Herbaceous wetland"      
## [215] "Mangroves"                "Permanent water bodies"  
## [217] "Tree cover"               "Cropland"                
## [219] "Grassland"                "Permanent water bodies"  
## [221] "Tree cover"               "Grassland"               
## [223] "Permanent water bodies"   "Tree cover"              
## [225] "Bare / sparse vegetation" "Built-up"                
## [227] "Cropland"                 "Grassland"               
## [229] "Herbaceous wetland"       "Permanent water bodies"  
## [231] "Tree cover"               "Bare / sparse vegetation"
## [233] "Built-up"                 "Cropland"                
## [235] "Grassland"                "Herbaceous wetland"      
## [237] "Mangroves"                "Permanent water bodies"  
## [239] "Tree cover"               "Bare / sparse vegetation"
## [241] "Cropland"                 "Grassland"               
## [243] "Herbaceous wetland"       "Mangroves"               
## [245] "Permanent water bodies"   "Tree cover"              
## [247] "Bare / sparse vegetation" "Built-up"                
## [249] "Cropland"                 "Grassland"               
## [251] "Herbaceous wetland"       "Mangroves"               
## [253] "Permanent water bodies"   "Tree cover"              
## [255] "Bare / sparse vegetation" "Built-up"                
## [257] "Grassland"                "Herbaceous wetland"      
## [259] "Mangroves"                "Permanent water bodies"  
## [261] "Tree cover"               "Bare / sparse vegetation"
## [263] "Built-up"                 "Cropland"                
## [265] "Grassland"                "Herbaceous wetland"      
## [267] "Mangroves"                "Permanent water bodies"  
## [269] "Tree cover"               "Bare / sparse vegetation"
## [271] "Built-up"                 "Cropland"                
## [273] "Grassland"                "Herbaceous wetland"      
## [275] "Mangroves"                "Permanent water bodies"  
## [277] "Tree cover"               "Bare / sparse vegetation"
## [279] "Built-up"                 "Cropland"                
## [281] "Grassland"                "Herbaceous wetland"      
## [283] "Mangroves"                "Permanent water bodies"  
## [285] "Tree cover"               "Bare / sparse vegetation"
## [287] "Built-up"                 "Cropland"                
## [289] "Grassland"                "Herbaceous wetland"      
## [291] "Mangroves"                "Permanent water bodies"  
## [293] "Tree cover"               "Bare / sparse vegetation"
## [295] "Cropland"                 "Grassland"               
## [297] "Permanent water bodies"   "Tree cover"              
## [299] "Bare / sparse vegetation" "Built-up"                
## [301] "Cropland"                 "Grassland"               
## [303] "Herbaceous wetland"       "Permanent water bodies"  
## [305] "Tree cover"
## sparse_veg      urban   cropland  grassland    wetland   mangrove      water 
##     0.0470     0.0305     0.0198     2.8878     0.0720     0.0499     0.2064 
##      trees     shrubs 
##    40.6866     0.0003